In the paper "Maximum Likelihood PSD Estimation for Speech Enhancement in Reverberation and Noise" published in the IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING in the September issue, the legend of Fig. 3 assigns incorrect colors to the plotted data series. The correct Fig. 3 and legend are shown here.(Figure presented).